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Where AI actually creates ROI in product roadmaps

8 min · 2/1/2026

A filter for copilots, automation, and insight systems that pay back inside a quarter.

Not every AI idea deserves a sprint. Use ROI filters: time saved, error reduction, and measurable conversion lift before you fund a build.

Let's Build What's Next Together.